General

Attention

48781 papers with code

Activation Functions

38526 papers with code

Attention Mechanisms

28092 papers with code

Stochastic Optimization

29183 papers with code

Regularization

64394 papers with code

See all 134 categories

Computer Vision

Convolutional Neural Networks

6499 papers with code

Generative Models

10385 papers with code

Image Model Blocks

8118 papers with code

Object Detection Models

2982 papers with code

Image Feature Extractors

190 papers with code

See all 126 categories

Natural Language Processing

Language Models

50555 papers with code

Transformers

43111 papers with code

Word Embeddings

918 papers with code

Sentence Embeddings

223 papers with code

Attention Patterns

4044 papers with code

See all 48 categories

Reinforcement Learning

Policy Gradient Methods

1762 papers with code

Off-Policy TD Control

1985 papers with code

Reinforcement Learning Frameworks

309 papers with code

Q-Learning Networks

643 papers with code

Heuristic Search Algorithms

439 papers with code

See all 28 categories

Audio

Generative Audio Models

398 papers with code

Audio Model Blocks

81 papers with code

Text-to-Speech Models

143 papers with code

Speech Separation Models

46 papers with code

Speech Recognition

43 papers with code

See all 13 categories

Sequential

Recurrent Neural Networks

9552 papers with code

Sequence To Sequence Models

3073 papers with code

Time Series Analysis

922 papers with code

Temporal Convolutions

279 papers with code

Bidirectional Recurrent Neural Networks

774 papers with code

See all 11 categories

Graphs

Graph Models

2471 papers with code

Graph Embeddings

1288 papers with code

Graph Representation Learning

9401 papers with code

Graph Data Augmentation

1 papers with code